Research
Benchmarks for “image classification”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
9,842 benchmarksPage 324 of 394
Search results
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semi-supervised Image Classification | CIFAR10 80 labels (0.16%) (test) | 5 | Feb 26, 2026 | ||
| Histology Image Classification | HISTO-FED (External) | 5 | Feb 26, 2026 | ||
| Histology Image Classification | HISTO-FED real-world medical images (client #3) | 5 | Feb 26, 2026 | ||
| Histology Image Classification | HISTO-FED real-world medical images (client #2) | 5 | Feb 26, 2026 | ||
| Histology Image Classification | HISTO-FED real-world medical images (client #1) | 5 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 non-IID s=40 | 5 | Feb 26, 2026 | ||
| Image Classification | SplitCIFAR100 10-task sequence (test) | 5 | Feb 26, 2026 | ||
| Image Classification | ImageNet-Sketch (IN-S) (test) | 5 | Feb 26, 2026 | ||
| Image Classification | CIFAR100C standard (test) | 5 | Feb 26, 2026 | ||
| Image Classification | ImageNet-1k 64x64 downscaled (val) | 5 | Feb 26, 2026 | ||
| Image Classification | Tiny ImageNet-C (val) | 5 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 (test) | 5 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 (test) | 5 | Feb 26, 2026 | ||
| Image Classification | ImageNet (val) | 5 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 first class split | 5 | Feb 26, 2026 | ||
| Image Classification | ImageNet DEEPNETS-1M (test) | 5 | Feb 26, 2026 | ||
| Pap Smear Image Classification | SIPaKMeD Pap Smear | 5 | Feb 26, 2026 | ||
| Image Classification | Tiny ImageNet Step-Imbalance, p=100 (test) | 5 | Feb 26, 2026 | ||
| Image Classification | Tiny ImageNet Long-Tailed, p=100 (test) | 5 | Feb 26, 2026 | ||
| Long-tail Image Classification | TinyImgNet long-tail (imbalance ratio 83) (test) | 5 | Feb 26, 2026 | ||
| Long-tail Image Classification | CIFAR-100 long-tail (imbalance ratio 100) (test) | 5 | Feb 26, 2026 | ||
| Image Classification | Oxford IIIT Pets | 5 | Feb 26, 2026 | ||
| Image Classification | Controlled Noisy Web Labels (CNWL) Red Mini-ImageNet 1.0 (test) | 5 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 10000 labels standard | 5 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 4000 labels standard | 5 | Feb 26, 2026 |